Robust Observer Based on Fixed-Time Sliding Mode Control of Position/Velocity for a T-S Fuzzy MEMS Gyroscope

This study focused on a control system of the nonlinear micro-electro-mechanical systems (MEMS) gyroscope. First, sector nonlinearity was used to model a MEMS gyroscope in the Takagi-Sugeno (T-S) fuzzy system. Second, a state observer was designed based on linear matrix inequality (LMI) to identify...

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Veröffentlicht in:IEEE access 2021, Vol.9, p.96390-96403
Hauptverfasser: Giap, Van Nam, Vu, Hong-Son, Nguyen, Quang Dich, Huang, Shyh-Chour
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Sprache:eng
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Zusammenfassung:This study focused on a control system of the nonlinear micro-electro-mechanical systems (MEMS) gyroscope. First, sector nonlinearity was used to model a MEMS gyroscope in the Takagi-Sugeno (T-S) fuzzy system. Second, a state observer was designed based on linear matrix inequality (LMI) to identify the optimal eigenvalues of the state tracking error function. Then, full-state fixed-time sliding mode control (FTSMC) was constructed to control the system. Third, a case study of a harmonic disturbance observer was used to address the unknown disturbance of the system. A disturbance observer (DOB) was simply designed based on the error signals of the system outputs and observer outputs. The output signals precisely converged to the predefined trajectories in a very short time, with no overshoots and small of steady-state errors. Moreover, the estimated output states were precisely tracked by the system outputs. These important factors were used to confirm that the control of the T-S fuzzy MEMS was effective and easy to achieve. The study used MATLAB simulation to archive the verification. The maximum of tracking error was e_{4} \in [-4.657:5.565]\times 10^{-11} , and the maximum settling time was T_{e3} \sim 0.144 for the error of the \dot {y}- axis and the settling time of the \dot {x}- axis, respectively.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2021.3095465